{"id":"W3136155973","doi":"10.1016/j.biopsych.2021.03.015","title":"Brain Correlates of Suicide Attempt in 18,925 Participants Across 18 International Cohorts","year":2021,"lang":"en","type":"article","venue":"Biological Psychiatry","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":62,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Health; University of Calgary; Alberta Health Services","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Child Health and Human Development; National Institute of Mental Health; National Health and Medical Research Council; University of California, San Francisco; National Center for Complementary and Integrative Health; Medical Research Council; American Foundation for Suicide Prevention; National Healthcare Group; National Institutes of Health; National Institute of Biomedical Imaging and Bioengineering; Universiteit van Amsterdam; University of Queensland; Universitätsmedizin Göttingen; Bundesministerium für Bildung und Forschung; South London and Maudsley NHS Foundation Trust; Innovative Research Group Project of the National Natural Science Foundation of China; Wellcome Trust; Deutsche Forschungsgemeinschaft","keywords":"Neuroimaging; Psychology; Major depressive disorder; Depression (economics); Thalamus; Clinical psychology; Poison control; Psychiatry; Neuroscience; Medicine; Cognition","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000482728,0.000400906,0.0003694146,0.0007931496,0.0007448966,0.0007759668,0.0004127694,0.0004785549,0.001165544],"category_scores_gemma":[0.001283947,0.0004033306,0.0004324779,0.001155634,0.0003838878,0.0005385492,0.0007291714,0.0006538128,0.0001871955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000246184,"about_ca_system_score_gemma":0.0002408694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02047399,"about_ca_topic_score_gemma":0.03157761,"domain_scores_codex":[0.9997209,0.0000672702,0.0000293317,0.00009358497,0.00002805809,0.00006096361],"domain_scores_gemma":[0.9993794,0.00007808882,0.0002433983,0.00007122651,0.00009238719,0.0001355719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001043609,0.00002206702,0.9985673,0.000003454727,0.0001015597,0.000056434,0.0003340122,0.00001116894,0.0003193322,0.00001386669,0.00003999923,0.0004264315],"study_design_scores_gemma":[0.000003300719,0.00003876656,0.9993012,0.000001802042,0.0000343253,0.00008619329,0.0004293954,0.00001360548,0.00002516234,0.000008784583,0.00005571679,0.000001695481],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994649,0.0001101096,0.00003047239,0.00001653289,0.000003490894,0.000002969625,0.0001951102,8.723815e-7,0.0001756606],"genre_scores_gemma":[0.9992387,0.00007837894,0.00003461433,0.00001861216,0.000004337904,0.00000600304,0.0003631892,0.000001658043,0.0002543955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02047399,"threshold_uncertainty_score":0.04070961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1103978484740371,"score_gpt":0.4028374567275482,"score_spread":0.2924396082535112,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}